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Datasets/MPI-INF-3DHP

MPI-INF-3DHP

3DImagesVideosCustom (non-commercial)Introduced 2017-01-01

MPI-INF-3DHP is a 3D human body pose estimation dataset consisting of both constrained indoor and complex outdoor scenes. It records 8 actors performing 8 activities from 14 camera views. It consists on >1.3M frames captured from the 14 cameras.

Source: Anatomy-aware 3D Human Pose Estimation in Videos Image Source: https://arxiv.org/abs/1611.09813

Benchmarks

1 Image, 2*2 Stitchi/MPJPE1 Image, 2*2 Stitchi/AUC1 Image, 2*2 Stitchi/PCK1 Image, 2*2 Stitchi/3DPCK1 Image, 2*2 Stitchi/PA-MPJPE1 Image, 2*2 Stitchi/Acceleration Error3D/MPJPE3D/AUC3D/PCK3D/3DPCK3D/PA-MPJPE3D/Acceleration Error3D Human Pose Estimation/MPJPE3D Human Pose Estimation/AUC3D Human Pose Estimation/PCK3D Human Pose Estimation/3DPCK3D Human Pose Estimation/PA-MPJPE3D Human Pose Estimation/Acceleration Error3D Reconstruction/PCK3D Reconstruction/AUC3D Reconstruction/MPJPE3D Reconstruction/PA-MPJPEPose Estimation/MPJPEPose Estimation/AUCPose Estimation/PCKPose Estimation/3DPCKPose Estimation/PA-MPJPEPose Estimation/Acceleration ErrorPose Retrieval/Hit@1Pose Retrieval/Hit@10

Statistics

Papers
289
Benchmarks
30

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Tasks

1 Image, 2*2 Stitchi3D3D Human Pose Estimation3D ReconstructionCross-domain 3D Human Pose EstimationMulti-Hypotheses 3D Human Pose EstimationMulti-view 3D Human Pose EstimationPose EstimationPose RetrievalUnsupervised 3D Human Pose EstimationWeakly-supervised 3D Human Pose Estimation